Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "33" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 218 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 213 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.151944 | 0.218284 | 11.477920 | 2.519147 | 10.777910 | 0.551296 | 12.653362 | 2.294079 | 0.7625 | 0.7652 | 0.2748 | 17.146091 | 13.002079 |
| 2459593 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.924242 | 2.445526 | 16.904178 | 3.201459 | 3.023753 | 0.289823 | 5.289753 | 0.411874 | 0.7095 | 0.7058 | 0.2707 | 4.378159 | 4.024636 |
| 2459592 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.291306 | 0.170896 | 2.944800 | 0.074019 | 0.747815 | 0.146640 | 3.213894 | 0.024095 | 0.0302 | 0.0303 | 0.0011 | nan | nan |
| 2459591 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.483093 | 2.965050 | 20.607650 | 4.482602 | 3.245329 | 0.830773 | 2.596191 | 0.191327 | 0.6512 | 0.6729 | 0.3825 | 3.709618 | 3.878826 |
| 2459590 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.185794 | 3.052437 | 18.408592 | 3.613589 | 3.372128 | 0.877446 | 2.378473 | -0.807757 | 0.6548 | 0.6723 | 0.3774 | 5.844562 | 5.674372 |
| 2459589 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.570613 | 2.540845 | 11.558467 | 2.935652 | 22.332487 | 0.073287 | 7.130298 | 1.580199 | 0.6782 | 0.6820 | 0.3161 | 3.518437 | 3.506140 |
| 2459588 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.212280 | 2.550095 | 19.217110 | 4.777385 | 6.095127 | 0.767619 | 7.903383 | 0.988564 | 0.7568 | 0.7393 | 0.2349 | 11.909210 | 7.423709 |
| 2459587 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | 349.831480 | 351.265025 | inf | inf | -1.598895 | 106.442026 | -4.675000 | 474.991646 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.523473 | 1.109866 | 1.586888 | 0.290623 | 0.670054 | -0.643112 | 1.614915 | -0.902473 | 0.6575 | 0.6690 | 0.3683 | 4.460485 | 4.249827 |
| 2459585 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 5.559866 | 1.692718 | 2.983431 | -0.057382 | 2.138523 | -0.307817 | 5.598517 | 0.325004 | 0.0337 | 0.0327 | 0.0010 | 0.000000 | 0.000000 |
| 2459584 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.987310 | 18.948390 | 7.323402 | 4.881692 | 22.446989 | 19.596019 | 0.041237 | -0.685708 | 0.6134 | 0.6320 | 0.3758 | 4.727516 | 4.572101 |
| 2459583 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.269415 | 2.557180 | 6.112799 | 2.667887 | -0.034476 | 0.145800 | 1.330948 | -0.253530 | 0.6471 | 0.6643 | 0.3986 | 6.340438 | 5.714638 |
| 2459582 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.133442 | 2.452824 | 5.253152 | 2.416864 | 1.071673 | 0.367491 | 1.994304 | -0.024954 | 0.6565 | 0.6715 | 0.3942 | 5.317457 | 5.093380 |
| 2459581 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459580 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.289488 | 2.607955 | 6.094887 | 3.097265 | -0.066430 | 0.215375 | 0.548260 | -1.036389 | 0.6618 | 0.6776 | 0.3908 | 6.784394 | 6.075934 |
| 2459579 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.317572 | 2.472272 | 7.135250 | 3.493763 | 0.629265 | 0.644339 | 3.477143 | 1.075199 | 0.6563 | 0.6729 | 0.3906 | 2.949248 | 3.114622 |
| 2459578 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.674853 | 1.763160 | 0.717042 | 0.772151 | -0.255237 | 1.186568 | 1.156760 | -0.738287 | 0.0308 | 0.0311 | 0.0006 | nan | nan |
| 2459577 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.611803 | 3.349131 | 5.757000 | 2.636611 | 2.043347 | 0.696129 | -0.156585 | -1.130765 | 0.6605 | 0.6802 | 0.3949 | 4.102224 | 4.076902 |
| 2459576 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.368828 | 2.381991 | 4.442228 | 1.682808 | 1.886426 | 0.785652 | 0.543594 | -0.998914 | 0.6812 | 0.6959 | 0.3908 | 3.249402 | 3.183948 |
| 2459575 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.725225 | 2.280041 | 3.744517 | 1.687221 | 5.573407 | -0.105201 | 5.778739 | 1.221108 | 0.7408 | 0.7416 | 0.3485 | 0.000000 | 0.000000 |
| 2459574 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.951927 | 2.242896 | 4.144707 | 1.464764 | 2.869639 | 0.245549 | 0.196938 | -0.995822 | 0.6843 | 0.6991 | 0.3797 | 5.051267 | 4.749131 |
| 2459573 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.220299 | 2.659892 | 7.732329 | 3.988547 | 0.952275 | 0.690538 | 0.792125 | -0.744871 | 0.6624 | 0.6816 | 0.4011 | 0.000000 | 0.000000 |
| 2459572 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.035089 | 2.334624 | 4.219773 | 1.700443 | 2.379531 | 0.115927 | 1.112210 | -0.962629 | 0.6657 | 0.6833 | 0.4014 | 4.982391 | 4.871169 |
| 2459571 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.949645 | 1.628263 | 0.475159 | 0.750560 | 2.598224 | -0.172890 | 0.913218 | -0.798588 | 0.0317 | 0.0318 | 0.0007 | nan | nan |
| 2459570 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.863930 | 0.731167 | -1.358221 | 0.301158 | -1.107788 | 0.140445 | -0.841015 | -1.043512 | 0.6433 | 0.6499 | 0.3629 | 5.843526 | 5.515649 |
| 2459569 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.060217 | 2.378393 | 4.932540 | 2.060464 | 6.045794 | 1.484451 | 5.671153 | 1.546185 | 0.7343 | 0.7439 | 0.2632 | 6.198062 | 5.297455 |
| 2459566 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.505063 | 2.460604 | 6.049768 | 2.611334 | 1.607553 | 0.544975 | -0.149317 | -1.006072 | 0.6682 | 0.6837 | 0.4068 | 0.000000 | 0.000000 |
| 2459565 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.628464 | 0.628464 | 0.580466 | 0.580466 | -0.687930 | -0.687930 | -0.798047 | -0.798047 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.136203 | 3.397176 | -1.922473 | 2.866349 | -2.065527 | -0.184025 | -1.193469 | -1.782700 | 0.6867 | 0.6781 | 0.3993 | 3.787632 | 3.317848 |
| 2459563 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.808426 | 7.359330 | 14.112768 | 23.862884 | 5.771596 | 14.409410 | -0.645587 | -1.974285 | 0.6724 | 0.6607 | 0.4066 | 4.872632 | 4.512327 |
| 2459562 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.621471 | 2.147441 | -1.458737 | 0.960047 | -2.466700 | -0.417950 | -0.858153 | -1.435183 | 0.6827 | 0.6763 | 0.3912 | 3.648766 | 3.286128 |
| 2459561 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.097214 | 2.810694 | -0.888147 | 1.526901 | -2.188042 | 0.051165 | -0.355247 | -1.724615 | 0.6837 | 0.6757 | 0.3873 | 4.670146 | 3.775867 |
| 2459560 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.294235 | 2.346442 | -1.309855 | 1.322355 | -1.889230 | 0.292604 | -0.763037 | -1.784927 | 0.6822 | 0.6732 | 0.4012 | 4.432962 | 3.725598 |
| 2459559 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.073394 | 3.353035 | -0.822745 | 1.838115 | -1.775677 | 0.661169 | -0.746105 | -1.323798 | 0.6814 | 0.6777 | 0.3948 | 3.570229 | 3.152094 |
| 2459558 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.935115 | 7.532864 | 7.653322 | 12.473699 | 5.833529 | 14.489825 | -0.772302 | -1.743274 | 0.6801 | 0.6696 | 0.4062 | 2.680297 | 2.640462 |
| 2459557 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0354 | 0.0323 | 0.0010 | nan | nan |
| 2459556 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.104022 | 8.022925 | 7.949252 | 12.906051 | 4.535104 | 13.038033 | -1.972093 | -3.327770 | 0.6875 | 0.6789 | 0.3929 | 2.753872 | 2.601245 |
| 2459554 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6804 | 0.6680 | 0.4144 | nan | nan |
| 2459552 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.041573 | 8.981169 | 11.590306 | 17.974791 | 5.906443 | 20.570113 | 0.611531 | 0.182709 | 0.6837 | 0.6733 | 0.4091 | 5.695462 | 3.370898 |
| 2459551 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.160757 | 2.532008 | -1.300250 | 1.671035 | -3.020052 | 0.535806 | -0.756101 | -1.932216 | 0.6755 | 0.6676 | 0.4066 | 3.319682 | 3.022609 |
| 2459550 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0305 | 0.0306 | 0.0010 | nan | nan |
| 2459549 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.791416 | 7.164297 | 7.402878 | 13.128741 | 5.571547 | 14.433053 | -0.806524 | -2.450315 | 0.6775 | 0.6699 | 0.4155 | 2.762229 | 2.647497 |
| 2459542 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.366616 | 7.588841 | 14.915950 | 26.279495 | -0.332798 | 1.202300 | -1.257180 | -2.085413 | 0.7389 | 0.7252 | 0.3725 | 3.456158 | 3.297366 |
| 2459541 | dish_ok | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | 3.488885 | 6.683336 | 9.620871 | 15.619124 | 5.658458 | 12.091134 | 2.905405 | 3.918354 | 0.7214 | 0.7062 | 0.3486 | 5.665241 | 5.150695 |
| 2459540 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.065586 | 3.748312 | 0.368244 | 2.768482 | -2.678378 | 1.545419 | -0.909223 | -0.822206 | 0.7359 | 0.7127 | 0.3667 | 3.722529 | 3.130635 |
| 2459536 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.429125 | 11.638894 | 12.427193 | 21.885838 | 9.256560 | 21.127214 | -2.089770 | -4.451962 | 0.7126 | 0.7062 | 0.4244 | 9.083561 | 6.165562 |
| 2459535 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.849537 | 2.706481 | 0.041449 | 2.413594 | -3.320428 | 1.647425 | -1.061253 | -1.473767 | 0.7669 | 0.7344 | 0.3856 | 3.246574 | 3.081692 |
| 2459534 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.195263 | 2.459953 | -0.867782 | 1.555134 | -2.156935 | 0.670153 | -0.291380 | -1.335206 | 0.7581 | 0.7341 | 0.3751 | 7.746409 | 7.133324 |
| 2459533 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.639203 | 8.153081 | 7.831968 | 13.341634 | 5.342919 | 13.507755 | -0.249066 | -1.604120 | 0.6980 | 0.6895 | 0.4049 | 2.713802 | 2.691462 |
| 2459532 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.045094 | 9.485516 | 10.320181 | 17.134161 | 5.675668 | 16.502388 | -0.241650 | -2.111021 | 0.6993 | 0.6880 | 0.4087 | 2.846954 | 2.774755 |
| 2459530 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.006902 | 2.610641 | -0.891286 | 1.374689 | -2.815629 | 0.520101 | -0.993330 | -1.568307 | 0.7224 | 0.7087 | 0.4066 | 2.994668 | 2.917267 |
| 2459527 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.089393 | 5.428409 | 2.798178 | 9.667618 | 2.040005 | 1.212285 | 1.885106 | -0.339852 | 0.0370 | 0.0357 | 0.0011 | nan | nan |
| 2459508 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.065587 | 8.743543 | 6.806951 | 10.904707 | 5.913333 | 9.991138 | 6.752894 | 12.606910 | 0.8816 | 0.8980 | 0.2839 | 0.000000 | 0.000000 |
| 2459505 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.670249 | 6.036046 | 8.580593 | 12.813832 | 1.476697 | 6.781876 | -0.809522 | -0.485766 | 0.8754 | 0.8328 | 0.2281 | 3.809950 | 3.372352 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 7.015474 | 2.959564 | -0.027179 | -0.129190 | -0.168949 | -0.737129 | -0.042883 | 7.015474 | 2.176515 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 7.824526 | 4.975290 | 0.537379 | -0.421282 | 0.255209 | 2.064160 | 0.133362 | 7.824526 | 1.655193 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 9.768524 | 5.442598 | 0.309223 | -0.356061 | 0.206422 | 3.618566 | -0.672869 | 9.768524 | -0.079108 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 9.845061 | -0.164089 | 6.335532 | -0.163728 | -0.188056 | -0.355888 | 0.231003 | 0.298544 | 9.845061 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 7.854151 | 3.039968 | 0.072302 | -0.224791 | -0.043591 | -0.583348 | -0.434197 | 7.854151 | 1.741881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 13.823446 | 7.048823 | 0.508322 | -0.177023 | 0.387047 | 3.244227 | 0.952868 | 13.823446 | 2.693544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Shape | 4.683050 | -0.112159 | 4.683050 | -0.255943 | -0.484106 | -1.296040 | -0.037995 | -0.868198 | 1.166711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 78.098986 | 6.130758 | -0.154621 | -0.243324 | -0.182895 | 14.947513 | 12.957428 | 78.098986 | 44.909088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 134.349544 | -0.356911 | 6.881107 | -0.778066 | -0.137718 | 34.163770 | 38.098237 | 76.281685 | 134.349544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 45.336433 | -0.534736 | 4.129955 | -0.610728 | -0.324107 | 9.827121 | 10.941261 | 22.936833 | 45.336433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 35.080575 | 2.885420 | -0.182868 | -0.437046 | -0.538827 | 0.574991 | 0.371096 | 35.080575 | 18.020493 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 38.530312 | -0.467093 | 4.606254 | -0.227142 | -0.424952 | 15.642603 | 17.156526 | 21.559422 | 38.530312 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 17.685448 | -0.268361 | 3.624476 | -0.285610 | -0.278568 | -0.394685 | 2.923954 | 1.414312 | 17.685448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 18.483264 | 5.718896 | -0.088992 | -0.396169 | -0.050692 | 3.342760 | -0.898942 | 18.483264 | 0.279336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 55.713192 | 0.060823 | 7.376043 | -0.058812 | 0.418808 | 42.618990 | 45.397477 | 33.550258 | 55.713192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 15.334222 | 0.177685 | 5.679422 | -0.205503 | -0.159840 | -0.439812 | 3.213823 | 0.507043 | 15.334222 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 51.676418 | -0.138428 | 4.562739 | -0.200091 | -0.625519 | 12.880528 | 13.705154 | 32.288842 | 51.676418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 55.730974 | -0.192127 | 4.681323 | -0.424013 | -0.512302 | 15.511282 | 17.346814 | 30.742730 | 55.730974 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 51.989674 | -0.223152 | 5.411447 | -0.638443 | 13.243345 | 49.031640 | 50.548326 | 40.283033 | 51.989674 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | Not Found | nn Temporal Discontinuties | 44.774326 | 11.025531 | -1.288653 | 20.568632 | -0.317171 | 35.045052 | 32.860159 | 44.774326 | 33.754054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 8.824122 | 4.125084 | 0.333922 | -0.464539 | -0.067755 | 1.148536 | -0.514653 | 8.824122 | 2.466588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 22.650785 | 0.502850 | 6.623041 | -0.559278 | 13.515255 | 2.439756 | 5.724773 | 1.484499 | 22.650785 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 12.433325 | 0.108414 | 4.752965 | 0.113061 | 0.258509 | -0.407203 | 2.120993 | 0.377758 | 12.433325 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Power | 18.725739 | -0.197998 | 6.775136 | -0.560979 | 18.725739 | 1.144411 | 12.046952 | 0.631030 | 11.459870 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Variability | 84.598258 | 13.529366 | -0.919696 | 25.273221 | -0.880587 | 84.598258 | 81.872135 | 44.036415 | 32.824722 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 68.045893 | -0.387053 | 7.589371 | -0.918742 | 25.179757 | 45.538938 | 47.508036 | 49.837540 | 68.045893 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 18.573926 | 0.416796 | 6.367758 | 0.533024 | 0.010702 | 0.246403 | 6.197212 | 0.431351 | 18.573926 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 7.073305 | 2.627475 | 0.842202 | -0.579002 | -0.158774 | -0.030931 | 0.293430 | 7.073305 | 3.493778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 36.409586 | 6.145425 | -0.951616 | 13.442759 | -0.786416 | 33.201257 | 31.466425 | 36.409586 | 26.687383 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 38.883679 | 5.310793 | -1.043234 | 13.782714 | -1.068567 | 11.604487 | 11.013377 | 38.883679 | 30.530627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 47.280027 | 7.257361 | -1.121018 | 14.799384 | -1.019212 | 18.042378 | 17.574660 | 47.280027 | 35.499482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 11.150718 | 7.545293 | 3.064346 | -0.127182 | 0.367250 | 6.226335 | -0.370259 | 11.150718 | 2.364006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 44.557188 | -1.109919 | 5.699415 | -1.069036 | 14.059122 | 14.938534 | 18.200988 | 31.326523 | 44.557188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 31.661717 | 5.031413 | -0.559647 | 14.019324 | -0.684646 | 30.184457 | 26.929807 | 31.661717 | 20.654509 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 49.178046 | 3.701737 | -0.521438 | 10.621636 | -0.560932 | 31.173410 | 29.095112 | 49.178046 | 34.398597 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 55.179325 | 5.345313 | -0.504026 | 12.682310 | -0.804454 | 42.821054 | 42.385410 | 55.179325 | 39.041798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 48.190197 | 3.906515 | -0.891962 | 11.304382 | -0.917795 | 15.572230 | 13.959495 | 48.190197 | 30.805834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 81.211924 | 1.739812 | 6.646500 | -0.591168 | -0.369812 | 3.458808 | 4.379675 | 43.853830 | 81.211924 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Variability | 67.746070 | -0.705340 | 3.708543 | -0.776874 | 12.603207 | 56.720558 | 67.746070 | 15.111912 | 35.024506 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Variability | 74.084326 | 4.005390 | -0.625584 | 10.749356 | -0.565088 | 74.084326 | 61.282632 | 63.171266 | 27.154217 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 195.565969 | -0.064623 | 4.179179 | -0.480465 | 13.462851 | 167.563255 | 176.026497 | 123.251056 | 195.565969 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 65.091118 | -0.011781 | 4.547006 | -0.689822 | 10.702344 | 0.755166 | 25.933095 | 0.044556 | 65.091118 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 16.147083 | -0.712101 | 4.323157 | -0.670373 | 10.864046 | -1.135248 | 10.637385 | 0.879861 | 16.147083 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 13.936183 | 1.599213 | 5.119832 | -0.626960 | -0.163762 | -0.152994 | 2.868696 | 1.145898 | 13.936183 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 52.262000 | 6.415582 | -0.639254 | 13.153232 | -0.672184 | 33.562994 | 0.140963 | 52.262000 | 0.077115 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 25.161637 | 3.454145 | 1.845001 | -0.276300 | -0.513536 | 1.779604 | -0.658770 | 25.161637 | 1.128826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Temporal Discontinuties | 14.270830 | 1.410254 | -0.275339 | 6.778363 | -0.756533 | 6.704794 | 0.046606 | 14.270830 | -0.357973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | RF_maintenance | nn Power | 8.424519 | 1.222989 | -0.088929 | 8.424519 | -0.637305 | 5.731654 | 0.664965 | 8.067899 | -0.343740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 112.650779 | 3.110186 | 7.017144 | 15.639844 | 15.752741 | 90.010193 | 94.630414 | 2.884853 | 112.650779 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 16.339114 | -0.404469 | 0.556954 | -1.909281 | -0.788548 | -1.289674 | -1.465524 | 16.339114 | 0.081043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 16.064408 | 0.717058 | 0.170083 | 6.948567 | -0.329463 | 3.765098 | 0.114955 | 16.064408 | -0.322623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 58.316427 | 3.994460 | 0.340861 | 16.263882 | -0.667190 | 10.020367 | 0.315944 | 58.316427 | -0.133784 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Power | 21.009619 | 1.968510 | 0.580278 | 21.009619 | -0.310817 | 16.654776 | -0.129045 | 8.086565 | 0.054331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 54.660645 | 1.705920 | 11.128832 | -0.644504 | 0.072111 | 1.216446 | 6.122715 | 1.224810 | 54.660645 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 18.979048 | 11.632403 | 1.978391 | -0.213184 | -0.684879 | 4.200391 | 0.702471 | 18.979048 | 0.628057 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | ee Temporal Discontinuties | 11776.037756 | 3125.607571 | 3125.607571 | 2947.734649 | 2947.734649 | 2338.399003 | 2338.399003 | 11776.037756 | 11776.037756 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 2816.736319 | 757.341702 | 757.341702 | 685.596925 | 685.596925 | 709.735251 | 709.735251 | 2816.736319 | 2816.736319 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | ee Temporal Discontinuties | 1885.204607 | 648.072660 | 648.072660 | 657.867363 | 657.867363 | 587.960129 | 587.960129 | 1885.204607 | 1885.204607 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | N02 | dish_ok | nn Temporal Discontinuties | 8.299721 | 4.099037 | 1.537139 | -0.652453 | -0.885544 | 1.475509 | -0.658744 | 8.299721 | 2.551067 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Shape | 9.491002 | 0.776092 | 9.491002 | -0.680489 | 0.258965 | 0.904806 | 7.056356 | 0.306888 | 6.752145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 45.402113 | 2.809126 | 14.095720 | 5.711623 | 17.200746 | 2.890693 | 5.470754 | 2.298767 | 45.402113 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 73.219760 | 3.842380 | 16.145386 | 6.943990 | 18.302245 | 3.298064 | 10.449459 | 3.281471 | 73.219760 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 41.966015 | 3.644111 | 16.633603 | 5.476213 | 12.246525 | 3.785736 | 12.216613 | 1.650467 | 41.966015 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 41.867727 | 12.014749 | 3.346705 | 14.759514 | 4.039385 | 35.680524 | 12.215990 | 41.867727 | 9.981021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Shape | 13.569958 | 13.569958 | 3.456365 | 11.729683 | 4.248555 | 7.817306 | 1.555655 | 7.059494 | -0.208781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Shape | 16.810890 | 16.810890 | 3.758692 | 10.908525 | 3.804163 | 7.944128 | 0.344884 | 11.599572 | -0.251501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 18.351486 | 4.039081 | 16.915346 | 5.083281 | 14.361696 | 0.991501 | 10.333616 | 0.812994 | 18.351486 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 40.147344 | 16.255356 | 4.440854 | 16.828182 | 7.127038 | 9.188090 | 3.902746 | 40.147344 | 5.968584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 33.335478 | 3.973825 | 16.528493 | 5.737294 | 13.443944 | 7.780165 | 11.653957 | 4.281372 | 33.335478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 29.257003 | 18.123176 | 3.968285 | 14.182921 | 3.882087 | 10.717959 | 1.604014 | 29.257003 | 2.076837 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 24.061589 | 4.183717 | 19.994123 | 4.735976 | 19.847690 | 6.982244 | 18.220746 | 3.228634 | 24.061589 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Power | 17.714834 | 16.276011 | 3.551087 | 17.714834 | 5.109604 | 5.896922 | 13.253098 | 12.588199 | 1.961764 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Temporal Discontinuties | 46.388239 | 25.546478 | 3.593417 | 16.084260 | 4.432975 | 11.913571 | 13.726973 | 46.388239 | 4.947273 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 2.971341 | 2.404021 | 0.908286 | 0.211057 | 2.971341 | 0.109334 | -0.285305 | 0.094113 | 1.593399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Variability | 6.392896 | 3.202650 | 2.550689 | 4.608633 | 1.768260 | 6.392896 | 2.068976 | 6.087237 | 2.159839 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Discontinuties | 6.528373 | 3.865637 | 2.737379 | 4.472771 | 2.100504 | 1.030151 | 0.060323 | 6.528373 | -1.077445 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Power | 3.328708 | 0.718908 | 2.578970 | -0.449426 | 3.328708 | -0.030239 | -1.555540 | 0.900301 | 1.036953 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Variability | 17.924565 | 3.255360 | 4.902430 | 3.423364 | 12.260314 | 3.671794 | 17.924565 | -0.921715 | 6.832053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Shape | 2.773911 | 0.881086 | 2.773911 | 2.226594 | 0.057368 | -0.033518 | -0.515957 | 2.244609 | 0.053053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 14.918503 | 3.319701 | 5.381593 | 2.239287 | 14.918503 | 2.807562 | 12.905079 | 1.854219 | 7.885948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 13.803445 | 4.059326 | 2.926721 | 13.803445 | 2.214818 | 12.904489 | 2.746201 | 2.642057 | 0.259539 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Variability | 13.282747 | 3.238968 | 4.594729 | 1.763912 | 11.166720 | 3.211584 | 13.282747 | -0.384329 | 6.881254 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 8.249051 | 3.045495 | 4.061677 | 1.352138 | 8.249051 | 1.736194 | 7.372483 | -0.790920 | 4.247401 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 12.826694 | 3.020465 | 5.073330 | 2.389627 | 12.826694 | 2.411060 | 11.759456 | 0.818145 | 9.026022 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Variability | 9.945721 | 3.886485 | 4.735514 | 1.828034 | 8.979033 | 2.648539 | 9.945721 | 4.376872 | 5.795677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 4.136589 | 3.919454 | 3.896057 | 4.136589 | 0.211101 | -0.488370 | 0.389995 | 1.487159 | -0.120298 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Shape | 11.544207 | 11.544207 | 4.980938 | 1.060215 | 9.492133 | 2.171265 | 8.607417 | -0.318835 | 1.948263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | nn Shape | 15.696381 | 5.338385 | 15.696381 | 8.335142 | 0.565964 | 7.446361 | 3.032975 | 1.381101 | -0.672734 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Discontinuties | 11.765964 | 3.603071 | 4.094474 | 10.343519 | 2.548856 | 11.507372 | 0.463215 | 11.765964 | 2.691978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Discontinuties | 13.889406 | 4.431370 | 4.847229 | 2.263414 | 9.249269 | 1.473169 | 7.155143 | 2.866667 | 13.889406 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 10.143519 | 3.465047 | 3.281311 | 10.143519 | 2.038233 | 7.225404 | 2.346318 | 5.293018 | 1.493863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Temporal Discontinuties | 0.956630 | 0.796801 | 0.796801 | 0.828103 | 0.828103 | 0.185988 | 0.185988 | 0.956630 | 0.956630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 11.945894 | 3.703352 | 3.442649 | 11.945894 | 2.271520 | 7.314168 | 2.816844 | 3.348544 | -0.983812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | dish_ok | ee Power | 11.791939 | 3.922931 | 3.243834 | 11.791939 | 1.970481 | 7.797922 | 1.763506 | 3.654570 | 4.187157 |